Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 4845 |
| Missing cells | 206 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 492.1 KiB |
| Average record size in memory | 104.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 12 |
tavg is highly overall correlated with tmax and 2 other fields | High correlation |
tmax is highly overall correlated with tavg and 2 other fields | High correlation |
tmin is highly overall correlated with tavg and 1 other fields | High correlation |
tsun is highly overall correlated with tavg and 1 other fields | High correlation |
wpgt is highly overall correlated with wspd | High correlation |
wspd is highly overall correlated with wpgt | High correlation |
wdir has 192 (4.0%) missing values | Missing |
date has unique values | Unique |
prcp has 2497 (51.5%) zeros | Zeros |
snow has 4500 (92.9%) zeros | Zeros |
tsun has 766 (15.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-14 08:19:25.370594 |
|---|---|
| Analysis finished | 2024-09-14 08:19:51.115640 |
| Duration | 25.75 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
date
Date
UNIQUE 
| Distinct | 4845 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 75.7 KiB |
| Minimum | 2011-06-01 00:00:00 |
|---|---|
| Maximum | 2024-09-05 00:00:00 |
tavg
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 368 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.959529 |
| Minimum | -12.6 |
|---|---|
| Maximum | 29.5 |
| Zeros | 10 |
| Zeros (%) | 0.2% |
| Negative | 348 |
| Negative (%) | 7.2% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | -12.6 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 4.9 |
| median | 10.9 |
| Q3 | 17.1 |
| 95-th percentile | 22.9 |
| Maximum | 29.5 |
| Range | 42.1 |
| Interquartile range (IQR) | 12.2 |
Descriptive statistics
| Standard deviation | 7.6437958 |
|---|---|
| Coefficient of variation (CV) | 0.69745658 |
| Kurtosis | -0.76176831 |
| Mean | 10.959529 |
| Median Absolute Deviation (MAD) | 6.1 |
| Skewness | -0.068048829 |
| Sum | 53077 |
| Variance | 58.427614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 30 | 0.6% |
| 10.5 | 30 | 0.6% |
| 4.8 | 30 | 0.6% |
| 18.6 | 30 | 0.6% |
| 13.7 | 30 | 0.6% |
| 10.4 | 29 | 0.6% |
| 2.9 | 28 | 0.6% |
| 16.1 | 28 | 0.6% |
| 6.8 | 27 | 0.6% |
| 6.7 | 27 | 0.6% |
| Other values (358) | 4554 |
| Value | Count | Frequency (%) |
| -12.6 | 1 | < 0.1% |
| -12 | 2 | |
| -11.6 | 3 | |
| -10.9 | 1 | < 0.1% |
| -10.4 | 1 | < 0.1% |
| -10.2 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -9.9 | 1 | < 0.1% |
| -9.8 | 1 | < 0.1% |
| -9.5 | 2 |
| Value | Count | Frequency (%) |
| 29.5 | 1 | |
| 28.6 | 1 | |
| 28.4 | 1 | |
| 28.2 | 1 | |
| 28.1 | 1 | |
| 27.8 | 2 | |
| 27.6 | 2 | |
| 27.5 | 2 | |
| 27.4 | 2 | |
| 27.3 | 1 |
tmin
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 331 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7052447 |
| Minimum | -16.6 |
|---|---|
| Maximum | 21.5 |
| Zeros | 18 |
| Zeros (%) | 0.4% |
| Negative | 831 |
| Negative (%) | 17.2% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | -16.6 |
|---|---|
| 5-th percentile | -3.5 |
| Q1 | 1.4 |
| median | 6.7 |
| Q3 | 12.2 |
| 95-th percentile | 16.7 |
| Maximum | 21.5 |
| Range | 38.1 |
| Interquartile range (IQR) | 10.8 |
Descriptive statistics
| Standard deviation | 6.6338468 |
|---|---|
| Coefficient of variation (CV) | 0.98935194 |
| Kurtosis | -0.65612343 |
| Mean | 6.7052447 |
| Median Absolute Deviation (MAD) | 5.4 |
| Skewness | -0.14255731 |
| Sum | 32473.5 |
| Variance | 44.007924 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.1 | 36 | 0.7% |
| 0.7 | 35 | 0.7% |
| 3.3 | 34 | 0.7% |
| 12.9 | 33 | 0.7% |
| 11 | 32 | 0.7% |
| 2.8 | 32 | 0.7% |
| 7 | 32 | 0.7% |
| 0.3 | 32 | 0.7% |
| 3.6 | 31 | 0.6% |
| 0.2 | 31 | 0.6% |
| Other values (321) | 4515 |
| Value | Count | Frequency (%) |
| -16.6 | 1 | |
| -16.1 | 1 | |
| -15 | 1 | |
| -14.8 | 1 | |
| -14.5 | 1 | |
| -14.4 | 1 | |
| -13.9 | 1 | |
| -13.7 | 1 | |
| -13.4 | 1 | |
| -13.2 | 1 |
| Value | Count | Frequency (%) |
| 21.5 | 1 | |
| 21.4 | 1 | |
| 21.3 | 1 | |
| 21.1 | 1 | |
| 20.8 | 2 | |
| 20.7 | 1 | |
| 20.6 | 2 | |
| 20.5 | 1 | |
| 20.4 | 2 | |
| 20.3 | 2 |
tmax
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 420 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.640058 |
| Minimum | -9.7 |
|---|---|
| Maximum | 36.9 |
| Zeros | 8 |
| Zeros (%) | 0.2% |
| Negative | 149 |
| Negative (%) | 3.1% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | -9.7 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 8.6 |
| median | 15.6 |
| Q3 | 22.9 |
| 95-th percentile | 29.8 |
| Maximum | 36.9 |
| Range | 46.6 |
| Interquartile range (IQR) | 14.3 |
Descriptive statistics
| Standard deviation | 9.0344607 |
|---|---|
| Coefficient of variation (CV) | 0.57764881 |
| Kurtosis | -0.81440384 |
| Mean | 15.640058 |
| Median Absolute Deviation (MAD) | 7.2 |
| Skewness | -0.052019169 |
| Sum | 75744.8 |
| Variance | 81.621481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.5 | 31 | 0.6% |
| 19.4 | 29 | 0.6% |
| 11.9 | 29 | 0.6% |
| 18.9 | 28 | 0.6% |
| 15.5 | 25 | 0.5% |
| 19.3 | 25 | 0.5% |
| 22.2 | 25 | 0.5% |
| 4.9 | 25 | 0.5% |
| 22.6 | 24 | 0.5% |
| 9.7 | 24 | 0.5% |
| Other values (410) | 4578 |
| Value | Count | Frequency (%) |
| -9.7 | 1 | |
| -9.4 | 1 | |
| -9.1 | 1 | |
| -8.4 | 2 | |
| -8.3 | 1 | |
| -8.1 | 1 | |
| -7.6 | 1 | |
| -7.5 | 1 | |
| -7.2 | 1 | |
| -7.1 | 1 |
| Value | Count | Frequency (%) |
| 36.9 | 2 | |
| 36.8 | 1 | < 0.1% |
| 36.5 | 1 | < 0.1% |
| 36.2 | 1 | < 0.1% |
| 35.9 | 2 | |
| 35.8 | 2 | |
| 35.6 | 2 | |
| 35.5 | 3 | |
| 35.4 | 1 | < 0.1% |
| 35.3 | 2 |
prcp
Real number (ℝ)
ZEROS 
| Distinct | 281 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6315053 |
| Minimum | 0 |
|---|---|
| Maximum | 91.5 |
| Zeros | 2497 |
| Zeros (%) | 51.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.5 |
| 95-th percentile | 13.9 |
| Maximum | 91.5 |
| Range | 91.5 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 5.9459392 |
|---|---|
| Coefficient of variation (CV) | 2.2595201 |
| Kurtosis | 32.654201 |
| Mean | 2.6315053 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5415193 |
| Sum | 12744.38 |
| Variance | 35.354192 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2497 | |
| 0.1 | 144 | 3.0% |
| 0.2 | 114 | 2.4% |
| 0.3 | 84 | 1.7% |
| 0.4 | 54 | 1.1% |
| 0.5 | 53 | 1.1% |
| 0.6 | 52 | 1.1% |
| 0.7 | 52 | 1.1% |
| 0.9 | 50 | 1.0% |
| 1.3 | 48 | 1.0% |
| Other values (271) | 1695 |
| Value | Count | Frequency (%) |
| 0 | 2497 | |
| 0.1 | 144 | 3.0% |
| 0.2 | 114 | 2.4% |
| 0.3 | 84 | 1.7% |
| 0.4 | 54 | 1.1% |
| 0.5 | 53 | 1.1% |
| 0.6 | 52 | 1.1% |
| 0.7 | 52 | 1.1% |
| 0.8 | 43 | 0.9% |
| 0.9 | 50 | 1.0% |
| Value | Count | Frequency (%) |
| 91.5 | 1 | |
| 71.2 | 1 | |
| 66.9 | 1 | |
| 61.7 | 1 | |
| 56.9 | 1 | |
| 56.7 | 1 | |
| 54.5 | 1 | |
| 49.2 | 1 | |
| 46.4 | 1 | |
| 46.3 | 1 |
snow
Real number (ℝ)
ZEROS 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9453044 |
| Minimum | 0 |
|---|---|
| Maximum | 420 |
| Zeros | 4500 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 30 |
| Maximum | 420 |
| Range | 420 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 24.262493 |
|---|---|
| Coefficient of variation (CV) | 4.9061677 |
| Kurtosis | 77.249778 |
| Mean | 4.9453044 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.5208776 |
| Sum | 23960 |
| Variance | 588.66856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4500 | |
| 40 | 43 | 0.9% |
| 10 | 42 | 0.9% |
| 20 | 36 | 0.7% |
| 30 | 36 | 0.7% |
| 50 | 29 | 0.6% |
| 70 | 22 | 0.5% |
| 80 | 20 | 0.4% |
| 60 | 17 | 0.4% |
| 90 | 16 | 0.3% |
| Other values (20) | 84 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 4500 | |
| 10 | 42 | 0.9% |
| 20 | 36 | 0.7% |
| 30 | 36 | 0.7% |
| 40 | 43 | 0.9% |
| 50 | 29 | 0.6% |
| 60 | 17 | 0.4% |
| 70 | 22 | 0.5% |
| 80 | 20 | 0.4% |
| 90 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 420 | 1 | |
| 410 | 1 | |
| 370 | 1 | |
| 310 | 1 | |
| 300 | 1 | |
| 250 | 2 | |
| 230 | 1 | |
| 220 | 1 | |
| 210 | 1 | |
| 200 | 2 |
wdir
Real number (ℝ)
MISSING 
| Distinct | 360 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 192 |
| Missing (%) | 4.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.09843 |
| Minimum | 0 |
|---|---|
| Maximum | 359 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 100 |
| median | 233 |
| Q3 | 265 |
| 95-th percentile | 321 |
| Maximum | 359 |
| Range | 359 |
| Interquartile range (IQR) | 165 |
Descriptive statistics
| Standard deviation | 92.313677 |
|---|---|
| Coefficient of variation (CV) | 0.46836333 |
| Kurtosis | -1.0931842 |
| Mean | 197.09843 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | -0.44569605 |
| Sum | 917099 |
| Variance | 8521.8149 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 252 | 62 | 1.3% |
| 255 | 59 | 1.2% |
| 253 | 48 | 1.0% |
| 251 | 46 | 0.9% |
| 259 | 45 | 0.9% |
| 260 | 44 | 0.9% |
| 261 | 44 | 0.9% |
| 249 | 43 | 0.9% |
| 268 | 43 | 0.9% |
| 250 | 42 | 0.9% |
| Other values (350) | 4177 | |
| (Missing) | 192 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 8 | |
| 3 | 3 | 0.1% |
| 4 | 4 | |
| 5 | 8 | |
| 6 | 5 | |
| 7 | 2 | < 0.1% |
| 8 | 7 | |
| 9 | 4 |
| Value | Count | Frequency (%) |
| 359 | 8 | |
| 358 | 4 | |
| 357 | 5 | |
| 356 | 6 | |
| 355 | 5 | |
| 354 | 6 | |
| 353 | 6 | |
| 352 | 9 | |
| 351 | 4 | |
| 350 | 9 |
wspd
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 91 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9551022 |
| Minimum | 0.7 |
|---|---|
| Maximum | 36.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 5.4 |
| Q1 | 7.2 |
| median | 9 |
| Q3 | 11.5 |
| 95-th percentile | 18.4 |
| Maximum | 36.7 |
| Range | 36 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 4.2021055 |
|---|---|
| Coefficient of variation (CV) | 0.42210571 |
| Kurtosis | 4.5208078 |
| Mean | 9.9551022 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | 1.7879991 |
| Sum | 48232.47 |
| Variance | 17.65769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.6 | 259 | 5.3% |
| 8.3 | 255 | 5.3% |
| 6.8 | 252 | 5.2% |
| 7.2 | 243 | 5.0% |
| 9 | 222 | 4.6% |
| 8.6 | 221 | 4.6% |
| 7.9 | 220 | 4.5% |
| 6.5 | 214 | 4.4% |
| 6.1 | 208 | 4.3% |
| 9.7 | 200 | 4.1% |
| Other values (81) | 2551 |
| Value | Count | Frequency (%) |
| 0.7 | 1 | < 0.1% |
| 1.1 | 2 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 3.2 | 2 | < 0.1% |
| 3.6 | 3 | 0.1% |
| 4 | 10 | 0.2% |
| 4.3 | 37 | |
| 4.7 | 49 |
| Value | Count | Frequency (%) |
| 36.7 | 1 | |
| 35.3 | 1 | |
| 34.6 | 1 | |
| 32.4 | 1 | |
| 32 | 1 | |
| 31.3 | 2 | |
| 31 | 1 | |
| 30.6 | 2 | |
| 29.9 | 1 | |
| 29.5 | 2 |
wpgt
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 234 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.937653 |
| Minimum | 9.4 |
|---|---|
| Maximum | 119.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 9.4 |
|---|---|
| 5-th percentile | 17.3 |
| Q1 | 24.1 |
| median | 31.7 |
| Q3 | 42.1 |
| 95-th percentile | 64.1 |
| Maximum | 119.9 |
| Range | 110.5 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.691284 |
|---|---|
| Coefficient of variation (CV) | 0.42050003 |
| Kurtosis | 1.6868428 |
| Mean | 34.937653 |
| Median Absolute Deviation (MAD) | 8.6 |
| Skewness | 1.194261 |
| Sum | 169272.93 |
| Variance | 215.83383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.8 | 75 | 1.5% |
| 21.6 | 73 | 1.5% |
| 24.1 | 70 | 1.4% |
| 24.5 | 68 | 1.4% |
| 31.7 | 68 | 1.4% |
| 26.6 | 67 | 1.4% |
| 25.2 | 67 | 1.4% |
| 23.4 | 65 | 1.3% |
| 28.4 | 65 | 1.3% |
| 20.9 | 64 | 1.3% |
| Other values (224) | 4163 |
| Value | Count | Frequency (%) |
| 9.4 | 1 | < 0.1% |
| 10.1 | 1 | < 0.1% |
| 10.8 | 4 | 0.1% |
| 11.5 | 3 | 0.1% |
| 11.9 | 4 | 0.1% |
| 12.2 | 5 | |
| 12.6 | 5 | |
| 13 | 6 | |
| 13.3 | 11 | |
| 13.7 | 11 |
| Value | Count | Frequency (%) |
| 119.9 | 1 | |
| 118.8 | 1 | |
| 100.4 | 1 | |
| 100.1 | 1 | |
| 98.6 | 1 | |
| 97.2 | 1 | |
| 96.1 | 1 | |
| 95.8 | 1 | |
| 95 | 1 | |
| 94 | 1 |
pres
Real number (ℝ)
| Distinct | 464 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1016.8828 |
| Minimum | 980 |
|---|---|
| Maximum | 1044.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 980 |
|---|---|
| 5-th percentile | 1003 |
| Q1 | 1012.1 |
| median | 1016.8 |
| Q3 | 1021.7 |
| 95-th percentile | 1030.9 |
| Maximum | 1044.9 |
| Range | 64.9 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 8.1396389 |
|---|---|
| Coefficient of variation (CV) | 0.0080045004 |
| Kurtosis | 0.62584098 |
| Mean | 1016.8828 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | -0.06126767 |
| Sum | 4922729.7 |
| Variance | 66.253721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1017.7 | 45 | 0.9% |
| 1016.8 | 39 | 0.8% |
| 1016.7 | 38 | 0.8% |
| 1017.5 | 37 | 0.8% |
| 1013.8 | 37 | 0.8% |
| 1013.9 | 35 | 0.7% |
| 1020.1 | 34 | 0.7% |
| 1015.8 | 34 | 0.7% |
| 1018.1 | 34 | 0.7% |
| 1017.1 | 34 | 0.7% |
| Other values (454) | 4474 |
| Value | Count | Frequency (%) |
| 980 | 1 | |
| 984.3 | 1 | |
| 986 | 2 | |
| 987 | 1 | |
| 987.9 | 2 | |
| 988.1 | 1 | |
| 988.7 | 1 | |
| 989.8 | 1 | |
| 991.3 | 1 | |
| 991.4 | 1 |
| Value | Count | Frequency (%) |
| 1044.9 | 1 | |
| 1043.3 | 1 | |
| 1042.2 | 1 | |
| 1041.8 | 2 | |
| 1041.1 | 1 | |
| 1040.9 | 2 | |
| 1040.8 | 1 | |
| 1040.7 | 1 | |
| 1040.5 | 1 | |
| 1040.2 | 2 |
tsun
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 492 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 321.92876 |
| Minimum | 0 |
|---|---|
| Maximum | 943 |
| Zeros | 766 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 42 |
| median | 276 |
| Q3 | 558 |
| 95-th percentile | 804 |
| Maximum | 943 |
| Range | 943 |
| Interquartile range (IQR) | 516 |
Descriptive statistics
| Standard deviation | 278.82553 |
|---|---|
| Coefficient of variation (CV) | 0.86610941 |
| Kurtosis | -1.1328208 |
| Mean | 321.92876 |
| Median Absolute Deviation (MAD) | 246 |
| Skewness | 0.41298618 |
| Sum | 1559101 |
| Variance | 77743.676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 766 | 15.8% |
| 6 | 99 | 2.0% |
| 12 | 71 | 1.5% |
| 18 | 63 | 1.3% |
| 24 | 47 | 1.0% |
| 30 | 46 | 0.9% |
| 42 | 44 | 0.9% |
| 60 | 39 | 0.8% |
| 72 | 37 | 0.8% |
| 36 | 37 | 0.8% |
| Other values (482) | 3594 |
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 9 | 0.2% |
| 2 | 5 | 0.1% |
| 3 | 5 | 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 99 | 2.0% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 71 | 1.5% |
| Value | Count | Frequency (%) |
| 943 | 1 | < 0.1% |
| 942 | 1 | < 0.1% |
| 937 | 1 | < 0.1% |
| 936 | 5 | |
| 930 | 2 | < 0.1% |
| 929 | 1 | < 0.1% |
| 924 | 5 | |
| 922 | 1 | < 0.1% |
| 921 | 1 | < 0.1% |
| 918 | 7 |
year
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.5461 |
| Minimum | 2011 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 56.8 KiB |
Quantile statistics
| Minimum | 2011 |
|---|---|
| 5-th percentile | 2012 |
| Q1 | 2014 |
| median | 2018 |
| Q3 | 2021 |
| 95-th percentile | 2024 |
| Maximum | 2024 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.8495911 |
|---|---|
| Coefficient of variation (CV) | 0.0019080561 |
| Kurtosis | -1.1799506 |
| Mean | 2017.5461 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0017265595 |
| Sum | 9775011 |
| Variance | 14.819352 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2012 | 366 | 7.6% |
| 2016 | 366 | 7.6% |
| 2020 | 366 | 7.6% |
| 2013 | 365 | 7.5% |
| 2014 | 365 | 7.5% |
| 2015 | 365 | 7.5% |
| 2018 | 365 | 7.5% |
| 2019 | 365 | 7.5% |
| 2021 | 365 | 7.5% |
| 2022 | 365 | 7.5% |
| Other values (4) | 1192 |
| Value | Count | Frequency (%) |
| 2011 | 214 | |
| 2012 | 366 | |
| 2013 | 365 | |
| 2014 | 365 | |
| 2015 | 365 | |
| 2016 | 366 | |
| 2017 | 364 | |
| 2018 | 365 | |
| 2019 | 365 | |
| 2020 | 366 |
| Value | Count | Frequency (%) |
| 2024 | 249 | |
| 2023 | 365 | |
| 2022 | 365 | |
| 2021 | 365 | |
| 2020 | 366 | |
| 2019 | 365 | |
| 2018 | 365 | |
| 2017 | 364 | |
| 2016 | 366 | |
| 2015 | 365 |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5351909 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 56.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4174 |
|---|---|
| Coefficient of variation (CV) | 0.52292275 |
| Kurtosis | -1.1780583 |
| Mean | 6.5351909 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.018716838 |
| Sum | 31663 |
| Variance | 11.678623 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 434 | |
| 8 | 434 | |
| 6 | 420 | |
| 10 | 403 | |
| 12 | 403 | |
| 3 | 403 | |
| 5 | 403 | |
| 1 | 402 | |
| 9 | 395 | |
| 11 | 390 | |
| Other values (2) | 758 |
| Value | Count | Frequency (%) |
| 1 | 402 | |
| 2 | 368 | |
| 3 | 403 | |
| 4 | 390 | |
| 5 | 403 | |
| 6 | 420 | |
| 7 | 434 | |
| 8 | 434 | |
| 9 | 395 | |
| 10 | 403 |
| Value | Count | Frequency (%) |
| 12 | 403 | |
| 11 | 390 | |
| 10 | 403 | |
| 9 | 395 | |
| 8 | 434 | |
| 7 | 434 | |
| 6 | 420 | |
| 5 | 403 | |
| 4 | 390 | |
| 3 | 403 |
| month | prcp | pres | snow | tavg | tmax | tmin | tsun | wdir | wpgt | wspd | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| month | 1.000 | -0.014 | 0.029 | -0.226 | 0.169 | 0.140 | 0.209 | -0.030 | -0.035 | -0.162 | -0.197 | -0.101 |
| prcp | -0.014 | 1.000 | -0.348 | 0.033 | -0.012 | -0.074 | 0.089 | -0.443 | 0.251 | 0.425 | 0.312 | -0.007 |
| pres | 0.029 | -0.348 | 1.000 | 0.071 | -0.214 | -0.191 | -0.235 | 0.080 | -0.005 | -0.307 | -0.230 | -0.022 |
| snow | -0.226 | 0.033 | 0.071 | 1.000 | -0.411 | -0.406 | -0.402 | -0.188 | -0.007 | -0.040 | 0.042 | -0.034 |
| tavg | 0.169 | -0.012 | -0.214 | -0.411 | 1.000 | 0.980 | 0.962 | 0.551 | 0.007 | 0.101 | -0.067 | 0.039 |
| tmax | 0.140 | -0.074 | -0.191 | -0.406 | 0.980 | 1.000 | 0.902 | 0.657 | -0.044 | 0.069 | -0.114 | 0.045 |
| tmin | 0.209 | 0.089 | -0.235 | -0.402 | 0.962 | 0.902 | 1.000 | 0.376 | 0.083 | 0.129 | -0.016 | 0.023 |
| tsun | -0.030 | -0.443 | 0.080 | -0.188 | 0.551 | 0.657 | 0.376 | 1.000 | -0.201 | -0.087 | -0.194 | 0.084 |
| wdir | -0.035 | 0.251 | -0.005 | -0.007 | 0.007 | -0.044 | 0.083 | -0.201 | 1.000 | 0.198 | 0.179 | -0.012 |
| wpgt | -0.162 | 0.425 | -0.307 | -0.040 | 0.101 | 0.069 | 0.129 | -0.087 | 0.198 | 1.000 | 0.848 | 0.039 |
| wspd | -0.197 | 0.312 | -0.230 | 0.042 | -0.067 | -0.114 | -0.016 | -0.194 | 0.179 | 0.848 | 1.000 | -0.013 |
| year | -0.101 | -0.007 | -0.022 | -0.034 | 0.039 | 0.045 | 0.023 | 0.084 | -0.012 | 0.039 | -0.013 | 1.000 |
| date | tavg | tmin | tmax | prcp | snow | wdir | wspd | wpgt | pres | tsun | year | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2011-06-01 | 11.5 | 9.7 | 13.3 | 4.2 | 0.0 | 288.0 | 14.0 | 44.6 | 1021.7 | 0.0 | 2011 | 6 |
| 1 | 2011-06-02 | 13.4 | 10.9 | 17.1 | 0.0 | 0.0 | 42.0 | 10.8 | 32.8 | 1026.9 | 6.0 | 2011 | 6 |
| 2 | 2011-06-03 | 18.0 | 12.8 | 23.8 | 0.0 | 0.0 | 77.0 | 15.1 | 43.6 | 1022.9 | 378.0 | 2011 | 6 |
| 3 | 2011-06-04 | 20.6 | 14.6 | 27.8 | 0.0 | 0.0 | 80.0 | 12.2 | 31.3 | 1013.7 | 570.0 | 2011 | 6 |
| 4 | 2011-06-05 | 19.8 | 13.9 | 27.1 | 4.7 | 0.0 | 269.0 | 9.7 | 67.7 | 1007.7 | 480.0 | 2011 | 6 |
| 5 | 2011-06-06 | 16.9 | 12.7 | 24.6 | 13.1 | 0.0 | 244.0 | 8.6 | 55.1 | 1005.6 | 264.0 | 2011 | 6 |
| 6 | 2011-06-07 | 19.4 | 12.1 | 25.2 | 0.0 | 0.0 | 121.0 | 9.0 | 34.9 | 1004.3 | 624.0 | 2011 | 6 |
| 7 | 2011-06-08 | 15.5 | 12.5 | 19.3 | 1.9 | 0.0 | 261.0 | 12.6 | 51.5 | 1006.3 | 18.0 | 2011 | 6 |
| 8 | 2011-06-09 | 13.7 | 12.3 | 15.4 | 0.4 | 0.0 | 310.0 | 7.6 | 19.8 | 1014.9 | 0.0 | 2011 | 6 |
| 9 | 2011-06-10 | 14.4 | 10.9 | 18.6 | 0.0 | 0.0 | 329.0 | 6.8 | 21.2 | 1015.5 | 150.0 | 2011 | 6 |
| date | tavg | tmin | tmax | prcp | snow | wdir | wspd | wpgt | pres | tsun | year | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2794 | 2024-08-27 | 18.3 | 12.9 | 24.6 | 0.0 | 0.0 | 87.0 | 8.60 | 31.70 | 1019.9 | 380.0 | 2024 | 8 |
| 2795 | 2024-08-28 | 21.3 | 14.3 | 29.6 | 0.0 | 0.0 | NaN | 5.00 | 34.09 | 1017.0 | 691.0 | 2024 | 8 |
| 2796 | 2024-08-29 | 22.9 | 15.6 | 31.2 | 0.0 | 0.0 | 138.0 | 6.10 | 23.80 | 1017.4 | 773.0 | 2024 | 8 |
| 2797 | 2024-08-30 | 22.5 | 15.2 | 30.8 | 0.0 | 0.0 | 93.0 | 6.10 | 24.50 | 1016.9 | 763.0 | 2024 | 8 |
| 2798 | 2024-08-31 | 23.1 | 15.7 | 30.0 | 0.0 | 0.0 | 64.0 | 8.30 | 33.80 | 1017.1 | 686.0 | 2024 | 8 |
| 2799 | 2024-09-01 | 23.2 | 17.4 | 29.5 | 0.0 | 0.0 | 65.0 | 7.20 | 22.00 | 1013.9 | 564.0 | 2024 | 9 |
| 2800 | 2024-09-02 | 22.0 | 18.4 | 27.2 | 0.0 | 0.0 | 328.0 | 7.60 | 30.20 | 1012.8 | 493.0 | 2024 | 9 |
| 2801 | 2024-09-03 | 22.8 | 16.8 | 28.9 | 0.0 | 0.0 | 294.0 | 5.40 | 18.70 | 1013.9 | 658.0 | 2024 | 9 |
| 2802 | 2024-09-04 | NaN | NaN | NaN | NaN | 0.0 | NaN | 8.43 | 29.83 | NaN | NaN | 2024 | 9 |
| 2803 | 2024-09-05 | NaN | NaN | NaN | NaN | 0.0 | NaN | 8.43 | 29.83 | NaN | NaN | 2024 | 9 |